2019-10-22 01:48:27 +00:00
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using System;
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using System.Collections.Generic;
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using System.Linq;
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2019-10-23 23:46:04 +00:00
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using Collections.Pooled;
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2019-10-22 01:48:27 +00:00
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namespace MoonTools.Core.Graph
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{
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public enum SearchSymbol
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{
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Start,
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Finish
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}
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2019-10-23 00:46:44 +00:00
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public class DirectedGraph<TNode, TEdgeData> : IGraph<TNode, TEdgeData> where TNode : IEquatable<TNode>
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{
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protected HashSet<TNode> nodes = new HashSet<TNode>();
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protected HashSet<(TNode, TNode)> edges = new HashSet<(TNode, TNode)>();
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protected Dictionary<(TNode, TNode), TEdgeData> edgesToEdgeData = new Dictionary<(TNode, TNode), TEdgeData>();
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protected Dictionary<TNode, HashSet<TNode>> neighbors = new Dictionary<TNode, HashSet<TNode>>();
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private class SimpleCycleComparer : IEqualityComparer<IEnumerable<TNode>>
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{
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public bool Equals(IEnumerable<TNode> x, IEnumerable<TNode> y)
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{
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return x.SequenceEqual(y);
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}
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public int GetHashCode(IEnumerable<TNode> obj)
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{
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return obj.Aggregate(0, (current, next) => current.GetHashCode() ^ next.GetHashCode());
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}
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}
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public IEnumerable<TNode> Nodes => nodes;
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public IEnumerable<(TNode, TNode)> Edges => edges;
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public int Order => nodes.Count;
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public int Size => edges.Count;
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public void AddNode(TNode node)
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{
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if (!Exists(node))
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{
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nodes.Add(node);
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neighbors.Add(node, new HashSet<TNode>());
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2019-10-22 01:48:27 +00:00
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}
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}
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public void AddNodes(params TNode[] nodes)
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{
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foreach (var node in nodes)
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{
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AddNode(node);
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}
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}
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public bool Exists(TNode node)
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{
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return nodes.Contains(node);
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}
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public bool Exists(TNode v, TNode u)
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{
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return edges.Contains((v, u));
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}
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private void CheckNodes(params TNode[] givenNodes)
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{
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foreach (var node in givenNodes)
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{
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if (!Exists(node))
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{
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throw new ArgumentException($"Vertex {node} does not exist in the graph");
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}
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}
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}
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public int Degree(TNode node)
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{
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CheckNodes(node);
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return neighbors[node].Count;
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}
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public void RemoveNode(TNode node)
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{
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CheckNodes(node);
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2019-10-23 23:46:04 +00:00
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var edgesToRemove = new PooledList<(TNode, TNode)>(ClearMode.Always);
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2019-10-23 03:20:10 +00:00
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foreach (var entry in neighbors)
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{
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if (entry.Value.Contains(node))
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{
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edgesToRemove.Add((entry.Key, node));
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}
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}
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2019-10-23 03:20:10 +00:00
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foreach (var edge in edgesToRemove)
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{
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RemoveEdge(edge.Item1, edge.Item2);
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}
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2019-10-23 03:20:10 +00:00
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2019-10-23 23:46:04 +00:00
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edgesToRemove.Dispose();
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2019-10-23 03:20:10 +00:00
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nodes.Remove(node);
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neighbors.Remove(node);
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2019-10-22 01:48:27 +00:00
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}
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public virtual void AddEdge(TNode v, TNode u, TEdgeData edgeData)
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{
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CheckNodes(v, u);
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neighbors[v].Add(u);
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edges.Add((v, u));
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edgesToEdgeData.Add((v, u), edgeData);
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}
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public virtual void AddEdges(params (TNode, TNode, TEdgeData)[] edges)
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{
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foreach (var edge in edges)
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{
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AddEdge(edge.Item1, edge.Item2, edge.Item3);
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}
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}
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2019-10-23 02:37:18 +00:00
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private void CheckEdge(TNode v, TNode u)
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{
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CheckNodes(v, u);
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if (!Exists(v, u)) { throw new ArgumentException($"Edge between vertex {v} and vertex {u} does not exist in the graph"); }
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}
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public virtual void RemoveEdge(TNode v, TNode u)
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{
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CheckEdge(v, u);
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neighbors[v].Remove(u);
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edges.Remove((v, u));
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edgesToEdgeData.Remove((v, u));
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}
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public TEdgeData EdgeData(TNode v, TNode u)
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{
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CheckEdge(v, u);
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return edgesToEdgeData[(v, u)];
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}
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public IEnumerable<TNode> Neighbors(TNode node)
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{
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CheckNodes(node);
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return neighbors[node];
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}
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public IEnumerable<TNode> PreorderNodeDFS()
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{
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var dfsStack = new PooledStack<TNode>(ClearMode.Always);
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var dfsDiscovered = new PooledSet<TNode>(ClearMode.Always);
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foreach (var node in Nodes)
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{
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if (!dfsDiscovered.Contains(node))
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{
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dfsStack.Push(node);
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while (dfsStack.Count > 0)
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{
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var current = dfsStack.Pop();
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if (!dfsDiscovered.Contains(current))
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{
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dfsDiscovered.Add(current);
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yield return current;
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foreach (var neighbor in Neighbors(current))
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{
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dfsStack.Push(neighbor);
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}
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}
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}
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}
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}
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2019-10-23 23:46:04 +00:00
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dfsStack.Dispose();
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dfsDiscovered.Dispose();
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}
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2019-10-23 23:46:04 +00:00
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private IEnumerable<TNode> PostorderNodeDFSHelper(PooledSet<TNode> discovered, TNode v)
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{
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discovered.Add(v);
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2019-10-23 23:46:04 +00:00
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foreach (var neighbor in Neighbors(v))
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{
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if (!discovered.Contains(neighbor))
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{
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foreach (var node in PostorderNodeDFSHelper(discovered, neighbor))
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{
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yield return node;
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}
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}
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}
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2019-10-23 23:46:04 +00:00
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yield return v;
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}
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public IEnumerable<TNode> PostorderNodeDFS()
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{
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var dfsDiscovered = new PooledSet<TNode>(ClearMode.Always);
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2019-10-22 07:28:29 +00:00
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foreach (var node in Nodes)
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{
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if (!dfsDiscovered.Contains(node))
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{
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foreach (var thing in PostorderNodeDFSHelper(dfsDiscovered, node))
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{
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yield return thing;
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}
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}
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}
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}
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public IEnumerable<TNode> NodeBFS()
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{
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2019-10-23 23:46:04 +00:00
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var bfsQueue = new PooledQueue<TNode>(ClearMode.Always);
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var bfsDiscovered = new PooledSet<TNode>(ClearMode.Always);
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2019-10-23 21:15:17 +00:00
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foreach (var node in Nodes)
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{
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if (!bfsDiscovered.Contains(node))
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{
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bfsQueue.Enqueue(node);
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while (bfsQueue.Count > 0)
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{
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var current = bfsQueue.Dequeue();
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foreach (var neighbor in Neighbors(current))
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{
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if (!bfsDiscovered.Contains(neighbor))
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{
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bfsDiscovered.Add(neighbor);
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bfsQueue.Enqueue(neighbor);
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yield return neighbor;
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}
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}
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}
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}
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}
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2019-10-23 23:46:04 +00:00
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bfsQueue.Dispose();
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bfsDiscovered.Dispose();
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2019-10-23 21:15:17 +00:00
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}
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2019-10-23 23:46:04 +00:00
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List<PooledSet<TNode>> lexicographicSets = new List<PooledSet<TNode>>();
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HashSet<PooledSet<TNode>> replacedSets = new HashSet<PooledSet<TNode>>();
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public IEnumerable<TNode> LexicographicBFS()
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{
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lexicographicSets.Add(Nodes.ToPooledSet());
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2019-10-23 23:46:04 +00:00
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while (lexicographicSets.Count > 0)
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{
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var firstSet = lexicographicSets[0];
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var node = firstSet.First();
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firstSet.Remove(node);
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if (firstSet.Count == 0) { lexicographicSets.RemoveAt(0); }
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yield return node;
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foreach (var neighbor in Neighbors(node))
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{
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if (lexicographicSets.Any(set => set.Contains(neighbor)))
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{
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var s = lexicographicSets.Find(set => set.Contains(neighbor));
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var sIndex = lexicographicSets.IndexOf(s);
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PooledSet<TNode> t;
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if (replacedSets.Contains(s) && sIndex > 0)
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{
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t = lexicographicSets[sIndex - 1];
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}
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else
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{
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t = new PooledSet<TNode>(ClearMode.Always);
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lexicographicSets.Insert(sIndex, t);
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replacedSets.Add(s);
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2019-10-23 21:15:17 +00:00
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|
|
|
}
|
|
|
|
|
|
|
|
|
|
s.Remove(neighbor);
|
|
|
|
|
t.Add(neighbor);
|
2019-10-24 00:31:22 +00:00
|
|
|
|
if (s.Count == 0) { lexicographicSets.Remove(s); replacedSets.Remove(s); s.Dispose(); }
|
2019-10-23 21:15:17 +00:00
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
2019-10-23 23:46:04 +00:00
|
|
|
|
|
|
|
|
|
lexicographicSets.Clear();
|
|
|
|
|
replacedSets.Clear();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
public bool Cyclic()
|
|
|
|
|
{
|
|
|
|
|
return StronglyConnectedComponents().Any((scc) => scc.Count() > 1);
|
|
|
|
|
}
|
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
public IEnumerable<TNode> TopologicalSort()
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
2019-10-23 21:15:17 +00:00
|
|
|
|
return PostorderNodeDFS().Reverse();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
}
|
2019-10-24 00:31:22 +00:00
|
|
|
|
List<PooledList<TNode>> sccs = new List<PooledList<TNode>>();
|
2019-10-23 03:20:10 +00:00
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
public IEnumerable<IEnumerable<TNode>> StronglyConnectedComponents()
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
2019-10-24 00:31:22 +00:00
|
|
|
|
foreach (var scc in sccs)
|
|
|
|
|
{
|
|
|
|
|
scc.Dispose();
|
|
|
|
|
}
|
|
|
|
|
sccs.Clear();
|
|
|
|
|
|
|
|
|
|
var preorder = new PooledDictionary<TNode, uint>();
|
|
|
|
|
var lowlink = new PooledDictionary<TNode, uint>();
|
|
|
|
|
var sccFound = new PooledDictionary<TNode, bool>();
|
|
|
|
|
var sccQueue = new PooledStack<TNode>();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
|
|
|
|
|
uint preorderCounter = 0;
|
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
foreach (var source in Nodes)
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
|
|
|
|
if (!sccFound.ContainsKey(source))
|
|
|
|
|
{
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var queue = new Stack<TNode>();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
queue.Push(source);
|
|
|
|
|
|
|
|
|
|
while (queue.Count > 0)
|
|
|
|
|
{
|
|
|
|
|
var v = queue.Peek();
|
|
|
|
|
if (!preorder.ContainsKey(v))
|
|
|
|
|
{
|
|
|
|
|
preorderCounter++;
|
|
|
|
|
preorder[v] = preorderCounter;
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
var done = true;
|
|
|
|
|
var vNeighbors = Neighbors(v);
|
|
|
|
|
foreach (var w in vNeighbors)
|
|
|
|
|
{
|
|
|
|
|
if (!preorder.ContainsKey(w))
|
|
|
|
|
{
|
|
|
|
|
queue.Push(w);
|
|
|
|
|
done = false;
|
|
|
|
|
break;
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
if (done)
|
|
|
|
|
{
|
|
|
|
|
lowlink[v] = preorder[v];
|
|
|
|
|
foreach (var w in vNeighbors)
|
|
|
|
|
{
|
|
|
|
|
if (!sccFound.ContainsKey(w))
|
|
|
|
|
{
|
|
|
|
|
if (preorder[w] > preorder[v])
|
|
|
|
|
{
|
|
|
|
|
lowlink[v] = Math.Min(lowlink[v], lowlink[w]);
|
|
|
|
|
}
|
|
|
|
|
else
|
|
|
|
|
{
|
|
|
|
|
lowlink[v] = Math.Min(lowlink[v], preorder[w]);
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
queue.Pop();
|
|
|
|
|
if (lowlink[v] == preorder[v])
|
|
|
|
|
{
|
|
|
|
|
sccFound[v] = true;
|
2019-10-24 00:31:22 +00:00
|
|
|
|
var scc = new PooledList<TNode>
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
|
|
|
|
v
|
|
|
|
|
};
|
|
|
|
|
while (sccQueue.Count > 0 && preorder[sccQueue.Peek()] > preorder[v])
|
|
|
|
|
{
|
|
|
|
|
var k = sccQueue.Pop();
|
|
|
|
|
sccFound[k] = true;
|
|
|
|
|
scc.Add(k);
|
|
|
|
|
}
|
2019-10-24 00:31:22 +00:00
|
|
|
|
|
|
|
|
|
sccs.Add(scc);
|
|
|
|
|
yield return scc;
|
2019-10-22 01:48:27 +00:00
|
|
|
|
}
|
|
|
|
|
else
|
|
|
|
|
{
|
|
|
|
|
sccQueue.Push(v);
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
public IEnumerable<IEnumerable<TNode>> SimpleCycles()
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
2019-10-23 03:20:10 +00:00
|
|
|
|
void unblock(TNode thisnode, HashSet<TNode> blocked, Dictionary<TNode, HashSet<TNode>> B) //refactor to remove closure
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var stack = new Stack<TNode>();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
stack.Push(thisnode);
|
|
|
|
|
|
|
|
|
|
while (stack.Count > 0)
|
|
|
|
|
{
|
|
|
|
|
var node = stack.Pop();
|
|
|
|
|
if (blocked.Contains(thisnode))
|
|
|
|
|
{
|
|
|
|
|
blocked.Remove(thisnode);
|
|
|
|
|
if (B.ContainsKey(node))
|
|
|
|
|
{
|
|
|
|
|
foreach (var n in B[node])
|
|
|
|
|
{
|
|
|
|
|
if (!stack.Contains(n))
|
|
|
|
|
{
|
|
|
|
|
stack.Push(n);
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
B[node].Clear();
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
List<List<TNode>> result = new List<List<TNode>>();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
var subGraph = Clone();
|
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var sccs = new Stack<IEnumerable<TNode>>();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
foreach (var scc in StronglyConnectedComponents())
|
|
|
|
|
{
|
|
|
|
|
sccs.Push(scc);
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
while (sccs.Count > 0)
|
|
|
|
|
{
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var scc = new Stack<TNode>(sccs.Pop());
|
2019-10-22 01:48:27 +00:00
|
|
|
|
var startNode = scc.Pop();
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var path = new Stack<TNode>();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
path.Push(startNode);
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var blocked = new HashSet<TNode>
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
|
|
|
|
startNode
|
|
|
|
|
};
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var closed = new HashSet<TNode>();
|
|
|
|
|
var B = new Dictionary<TNode, HashSet<TNode>>();
|
|
|
|
|
var stack = new Stack<Tuple<TNode, Stack<TNode>>>();
|
|
|
|
|
stack.Push(Tuple.Create(startNode, new Stack<TNode>(subGraph.Neighbors(startNode))));
|
2019-10-22 01:48:27 +00:00
|
|
|
|
|
|
|
|
|
while (stack.Count > 0)
|
|
|
|
|
{
|
|
|
|
|
var entry = stack.Peek();
|
|
|
|
|
var thisnode = entry.Item1;
|
|
|
|
|
var neighbors = entry.Item2;
|
|
|
|
|
|
|
|
|
|
if (neighbors.Count > 0)
|
|
|
|
|
{
|
|
|
|
|
var nextNode = neighbors.Pop();
|
|
|
|
|
|
|
|
|
|
if (nextNode.Equals(startNode))
|
|
|
|
|
{
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var resultPath = new List<TNode>();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
foreach (var v in path)
|
|
|
|
|
{
|
|
|
|
|
resultPath.Add(v);
|
|
|
|
|
}
|
|
|
|
|
result.Add(resultPath);
|
|
|
|
|
foreach (var v in path)
|
|
|
|
|
{
|
|
|
|
|
closed.Add(v);
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
else if (!blocked.Contains(nextNode))
|
|
|
|
|
{
|
|
|
|
|
path.Push(nextNode);
|
2019-10-22 07:28:29 +00:00
|
|
|
|
stack.Push(Tuple.Create(nextNode, new Stack<TNode>(subGraph.Neighbors(nextNode))));
|
2019-10-22 01:48:27 +00:00
|
|
|
|
closed.Remove(nextNode);
|
|
|
|
|
blocked.Add(nextNode);
|
|
|
|
|
continue;
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
if (neighbors.Count == 0)
|
|
|
|
|
{
|
|
|
|
|
if (closed.Contains(thisnode))
|
|
|
|
|
{
|
|
|
|
|
unblock(thisnode, blocked, B);
|
|
|
|
|
}
|
|
|
|
|
else
|
|
|
|
|
{
|
|
|
|
|
foreach (var neighbor in subGraph.Neighbors(thisnode))
|
|
|
|
|
{
|
|
|
|
|
if (!B.ContainsKey(neighbor))
|
|
|
|
|
{
|
2019-10-22 07:28:29 +00:00
|
|
|
|
B[neighbor] = new HashSet<TNode>();
|
2019-10-22 01:48:27 +00:00
|
|
|
|
}
|
|
|
|
|
B[neighbor].Add(thisnode);
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
stack.Pop();
|
|
|
|
|
path.Pop();
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
subGraph.RemoveNode(startNode);
|
2019-10-22 01:48:27 +00:00
|
|
|
|
var H = subGraph.SubGraph(scc.ToArray());
|
|
|
|
|
var HSccs = H.StronglyConnectedComponents();
|
|
|
|
|
foreach (var HScc in HSccs)
|
|
|
|
|
{
|
|
|
|
|
sccs.Push(HScc);
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
return result.Distinct(new SimpleCycleComparer());
|
|
|
|
|
}
|
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
public DirectedGraph<TNode, TEdgeData> Clone()
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var clone = new DirectedGraph<TNode, TEdgeData>();
|
|
|
|
|
clone.AddNodes(Nodes.ToArray());
|
2019-10-22 01:48:27 +00:00
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
foreach (var v in Nodes)
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
|
|
|
|
foreach (var n in Neighbors(v))
|
|
|
|
|
{
|
2019-10-23 02:37:18 +00:00
|
|
|
|
clone.AddEdge(v, n, EdgeData(v, n));
|
2019-10-22 01:48:27 +00:00
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
return clone;
|
|
|
|
|
}
|
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
public DirectedGraph<TNode, TEdgeData> SubGraph(params TNode[] subVertices)
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var subGraph = new DirectedGraph<TNode, TEdgeData>();
|
|
|
|
|
subGraph.AddNodes(subVertices.ToArray());
|
2019-10-22 01:48:27 +00:00
|
|
|
|
|
2019-10-22 07:28:29 +00:00
|
|
|
|
foreach (var n in Nodes)
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
2019-10-22 07:28:29 +00:00
|
|
|
|
if (Nodes.Contains(n))
|
2019-10-22 01:48:27 +00:00
|
|
|
|
{
|
2019-10-22 07:28:29 +00:00
|
|
|
|
var neighbors = Neighbors(n);
|
2019-10-22 01:48:27 +00:00
|
|
|
|
foreach (var u in neighbors)
|
|
|
|
|
{
|
|
|
|
|
if (subVertices.Contains(u))
|
|
|
|
|
{
|
2019-10-23 02:37:18 +00:00
|
|
|
|
subGraph.AddEdge(n, u, EdgeData(n, u));
|
2019-10-22 01:48:27 +00:00
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
return subGraph;
|
|
|
|
|
}
|
2019-10-22 07:28:29 +00:00
|
|
|
|
|
|
|
|
|
public void Clear()
|
|
|
|
|
{
|
|
|
|
|
nodes.Clear();
|
|
|
|
|
neighbors.Clear();
|
2019-10-23 02:37:18 +00:00
|
|
|
|
edges.Clear();
|
|
|
|
|
edgesToEdgeData.Clear();
|
2019-10-22 07:28:29 +00:00
|
|
|
|
}
|
2019-10-22 01:48:27 +00:00
|
|
|
|
}
|
|
|
|
|
}
|